Dorn Yuriy Vladimirovich

Ph.D.

yuriydorn@gmail.com

Born on January 14, 1987

Education

2011 — MS in Applied Math and Physics by MIPT

2012 — MS in Finance by HSE

2022 — Ph.D. by MIPT

Work Experience

2018-2022 — Head of OzonMasters Program at Ozon

Algorithm design for discrete optimization problems in Supply Chain and Logistics

2022-present — Head of educational programs at AI Institute MSU (AI Masters program)

2023-present — Academic director at Uzum IT Education

Consulting projects in dynamic pricing and algorithmic game theory for Aliexpress Russia

Teaching

2013 - working a.t.m. — Optimization course at MIPT 2015-2022 — Convex optimization course at HSE CS department 2016-working a.t.m. — Convex Analysis and Optimization course at YSDA

2019 - working a.t.m. — Optimization 1 course - AI Masters program (ex - OzonMasters) at MSU AI Institute

2020-2022 — Optimization 2 course [online optimization] — AI Masters program (ex - OzonMasters) at MSU AI Institute

2020-2021 — Optimization 3 course [optimization under uncertainty] — AI Masters program (ex - OzonMasters) at MSU AI Institute

Courses on discrete optimization, constraint programming, stochastic analysis, game theory

Research Interests

Convex optimization, discrete optimization, online optimization, optimization under uncertainty, algorithmic game theory

Публикации

2024

Dorn, Y., Kornilov, N., Kutuzov, N., Nazin, A., Gorbunov, E., Gasnikov, A. Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits (2024) Computational Management Science, 21 (1), статья № 19. Scopus DOI Q3

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Gasnikov, A.V., Alkousa, M.S., Lobanov, A.V., Dorn, Y.V., Stonyakin, F.S., Kuruzov, I.A., Singh, S.R. On Quasi-Convex Smooth Optimization Problems by a Comparison Oracle (2024) Russian Journal of Nonlinear Dynamics, 20 (5), pp. 813-825. Scopus DOI Q3

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Nikita Kornilov, Yuriy Dorn, Aleksandr Lobanov, Nikolay Kutuzov, Innokentiy Shibaev, Eduard Gorbunov, Alexander Gasnikov, Alexander Nazin. Median Clipping for Zeroth-order Non-Smooth Convex Optimization and Multi-Armed Bandit Problem with Heavy-tailed Symmetric Noise (2024)

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Nikita Kornilov, Yuriy Dorn, Aleksandr Lobanov, Nikolay Kutuzov, Innokentiy Shibaev, Eduard Gorbunov, Alexander Gasnikov, Alexander Nazin. Zeroth-order median clipping for non-smooth convex optimization problems with heavy-tailed symmetric noise (2024)

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